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Creating artificial doubt significantly improves AI math accuracy

  • Microsoft's rStar-Math introduces innovations in mathematical reasoning for AI models.
  • The model focuses on code verification of each reasoning step to prevent unjustified leaps.
  • It also incorporates a preference model to evaluate intermediate thinking.
  • The system improves over time through multiple rounds of self-training.

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